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M. Nardelli, Valenza, G., Cristea, I., Gentili, C., Cotet, C., David, D., Lanata, A., and Scilingo, E. P., Characterizing psychological dimensions in non-pathological subjects through autonomic nervous system dynamics, Frontiers in Computational Neuroscience, vol. 9, no. 37, 2015. PDF icon 2015_nardelli_etal_frontiers_compneuroscience_dati_ioana.pdf (923.26 KB)
M. Nardelli, Valenza, G., Greco, A., Lanata, A., and Scilingo, E. P., Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability, IEEE Transactions on Affective Computing, 2015. PDF icon 2015_nardelli_etal_ieee_tac_iads.pdf (940.87 KB)
M. Nardelli, Valenza, G., Greco, A., Lanata, A., and Scilingo, E. P., Arousal recognition system based on heartbeat dynamics during auditory elicitation, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 6110–6113.
M. Nardelli, Valenza, G., Bianchi, M., Greco, A., Lanata, A., Bicchi, A., and Scilingo, E. P., Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 298–301.
M. Nardelli, Greco, A., Bianchi, M., Scilingo, E. P., and Valenza, G., On the Pleasantness of a Haptic Stimulation: How Different Textures can be Recognized through Heart Rate Variability Nonlinear Analysis, IEEE Engineering in Medicine and Biology Society (EMBC 2016). Orlando, USA, August 16-20, 2016, 2016.
M. Nardelli, Lanata, A., Valenza, G., Felici, M., Baragli, P., and Scilingo, E. P., A tool for the real-time evaluation of ECG signal quality and activity: Application to submaximal treadmill test in horses, Biomedical Signal Processing and Control, vol. 56, 2020 [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1746809419302472PDF icon 1-s2.0-s1746809419302472-main.pdf (1.65 MB)
M. Nardelli, Scilingo, E. P., and Valenza, G., Multichannel Complexity Index (MCI) for a multi-organ physiological complexity assessment, Physica A: Statistical Mechanics and its Applications, vol. 530, 2019 [Online]. Available: https://doi.org/10.1016/j.physa.2019.121543PDF icon 1-s2.0-s0378437119309070-main.pdf (550.29 KB)
M. Nardelli, Faraguna, U., Grandi, G., Bruno, R. M., Valenza, G., and Scilingo, E. P., The Complexity of Dreams: a Multiscale Entropy Study on Cardiovascular Variability Series, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8857120/authors#authors
M. Nardelli, Greco, A., Bolea, J., Valenza, G., Scilingo, E. P., and Bailon, R., Reliability of lagged poincaré plot parameters in ultrashort heart rate variability series: Application on affective sounds, IEEE journal of biomedical and health informatics, vol. 22, pp. 741–749, 2017 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/7903605
M. Nardelli, Greco, A., Bianchi, M., Scilingo, E. P., and Valenza, G., Classifying affective haptic stimuli through gender-specific heart rate variability nonlinear analysis, IEEE Transactions on Affective Computing, 2018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8301612
M. Nardelli, Lanatà, A., Valenza, G., Sgorbini, M., Baragli, P., and Scilingo, E. P., Real-time Evaluation of ECG Acquisition Systems through Signal Quality Assessment in Horses during Submaximal Treadmill Test, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 498–501 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512373
M. Nardelli, Greco, A., Valenza, G., Lanatà, A., Bailon, R., and Scilingo, E. P., A multiclass arousal recognition using HRV nonlinear analysis and affective images, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 392–395 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512426
M. Nardelli, Scilingo, E. P., and Valenza, G., Refined generalized multivariate multiscale fuzzy entropy: A preliminary study on multichannel physiological complexity during postural changes, in 2018 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, 2018, pp. 291–295 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8553527
M. Nardelli, Greco, A., Danzi, O. P., Perlini, C., Tedeschi, F., Scilingo, E. P., Del Piccolo, L., and Valenza, G., Cardiovascular assessment of supportive doctor-patient communication using multi-scale and multi-lag analysis of heartbeat dynamics, Medical & biological engineering & computing, vol. 57, pp. 123–134, 2019 [Online]. Available: https://link.springer.com/article/10.1007/s11517-018-1869-1
M. Nardelli, Valenza, G., Greco, A., Lanatà, A., Scilingo, E. P., and Bailon, R., Quantifying the lagged Poincaré plot geometry of ultrashort heart rate variability series: automatic recognition of odor hedonic tone, Medical & Biological Engineering & Computing, pp. 1–14, 2020 [Online]. Available: https://link.springer.com/article/10.1007/s11517-019-02095-7